{"id":"W1785208601","doi":"10.1007/s00345-015-1714-1","title":"Additional elastography-targeted biopsy improves the agreement between biopsy Gleason grade and Gleason grade at radical prostatectomy","year":2015,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Nephrology; Biopsy; Urology; Elastography; Prostate cancer; Prostate biopsy; Needle biopsy; Radiology; Internal medicine; Ultrasound; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00260089,0.0007812194,0.00120394,0.0008604701,0.0003084654,0.0008558244,0.0005079168,0.001050993,0.002647005],"category_scores_gemma":[0.009605731,0.000318468,0.0008374901,0.0003679444,0.0001993209,0.001037667,0.0008086378,0.0008624673,0.0005876564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951279,"about_ca_system_score_gemma":0.0002856718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285569,"about_ca_topic_score_gemma":0.003251233,"domain_scores_codex":[0.9979462,0.0008647093,0.0001895077,0.0005189805,0.0003339181,0.0001466923],"domain_scores_gemma":[0.9933639,0.004007931,0.0008159439,0.0005980709,0.0008263403,0.0003879855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008874232,0.0009786459,0.643976,0.0004824774,0.00153762,0.0003406399,0.0002508094,0.006982131,0.0423565,0.0001724768,0.002881978,0.2911665],"study_design_scores_gemma":[0.0001877341,0.002039232,0.9525579,0.0001163044,0.001440947,0.001578992,0.000142762,0.02618596,0.01293121,0.0005655591,0.002183628,0.00006983578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791862,0.006241186,0.009019971,0.0007582853,0.0003161737,0.00003990041,0.000440892,0.0004528738,0.003544543],"genre_scores_gemma":[0.995999,0.0003872367,0.002506049,0.0001747232,0.0001317889,0.000006150175,0.0003119523,0.00002209411,0.0004610521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002647005,"threshold_uncertainty_score":0.01375502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191556604072572,"score_gpt":0.2674270188909751,"score_spread":0.2455114528502494,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}